Covenant | Data Analyst 🫟

Data isn’t just numbers on a screen—it’s the pulse beneath every decision, the map behind every trend. I’m Covenant, a data analytics enthusiast, weaving clarity from complexity...one insight at a time.”

Any advice on X optimization? Would love to hear from you.

@Timsedx Yeah, WE also need to learn how to draft email attachments that'll actually be responded to and maybe land us an interview

Omo… some of you will: 1. Learn SQL 2. Build dashboards 3. Watch tutorials for 6 months But you can’t send: “Hi, I noticed something in your business I can help fix” 😭😭 That one message is what changes everything.

@JA_Olaoye And then making the life of that finance analyst harder 🤦🏽‍♂️

80% of people learning Data Science today are wasting their time. Yeah… I said it. Because most of them are: • training models on clean Kaggle datasets • building portfolios that never touch real systems • chasing “AI” without ever fixing a single data pipeline Meanwhile, in the real world… Companies are struggling with: • data that arrives late • numbers that don’t match across reports • pipelines that break at 2AM • executives who don’t trust their own dashboards But you want to build a recommendation model? On what exactly? Fantasy data? Here’s the truth nobody wants to say: If your data engineering is weak, your data science is useless. Not “less effective” - useless. Because in production: • bad data kills models • inconsistent data destroys trust • slow pipelines make insights irrelevant The real power right now is not in fancy models… It’s in owning the flow of data. Data Engineers are not “support roles.” They are the ones quietly deciding whether your entire data strategy succeeds or fails. But sure… keep learning another regression algorithm. I’m watching.

@Timsedx You're confident Excel alone can bring the bags? What'll be your write up on your resume or public account, or is it you just knowing the right person... Could you explain better man?

If you haven’t made money with Excel, You have no business learning Python yet. Excel can: – Clean data – Analyze trends – Build dashboards – Automate reports People are earning real money with this alone. You’re just overlooking it.

@RuthChika12 Cleaning is brutal...lol But it becomes fun and easier, the more you do it

The more I learn data analysis, the more I realize the real work is not analysis… it’s cleaning 😭

As much as having a positive mindset matters, don't lie to yourself, if you're not at that level yet and you tell yourself you're there, and reduce the work rate, you'd only remain stuck. Know where you truly are, humble yourself and build up the right way Goodnight ❤️

How long are you going to stay at the table of 'beginners' , no, I'd honestly love to know.

No offense, but are everyone on X teachers now?

@vheeorji22 So real.

The more you learn Excel, the more you realize you don’t know.

@Blossomaffia Followed you for a while on LinkedIn and me seeing you here isn't a coincidence Big congratulations Blossom!! Wholly deserved 👏🏽

Argh, I can't keep calm 😭 The 🇳🇬 flag on this list keeps making my heart swell. I went from Fiverr account restriction to nursing 2 impressions on LinkedIn and finally... Ranking #3 LinkedIn Growth Creator Worldwide on Favikon, amongst industry experts! This was never the goal. I just kept showing up till it paid off... And it's still paying off. God is GOOD!

He is looking for a pivot table on Google spreadsheet. The Analyst 🙌

Clean data. Clear thinking. The weekend is here again!

@success_ubongg @TechUnlockNG A steady inspiration, keep going Success!!👣

I’m starting to love Power BI! 😍 Just finished my second project and can’t wait to share it soon @TechUnlockNG 🚀 #DataAnalytics #PowerBI

@Iamkolotayo Exactly!

Your first 5 DAX functions to learn: ✅ SUM() ✅ COUNT() ✅ DISTINCT() ✅ CALCULATE() ✅ IF() Don’t rush advanced formulas. Master these, and you’re already ahead of 70% of beginners

@FortuneDataGuy Python actually

@CallmeCovenant What's yours?

SQL EXCEL POWER BI PYTHON Which of these is the hardest to learn? Me : SQL and it's not even close.

Most people open a dataset and start running formulas. I used to think it's all about that. But Now I pause. I look at it like… what are you not telling me? Because sometimes the real story isn’t obvious... it’s quiet. You just have to sit with it. Eid Mubarak ❤️

@ExtracoolBB How about a family? I'm Covenant, your nearby data analyst...and I'd love to connect with you👣

Dear data Analyst- Senior/Junior Camp under this tweet and interact We must have a voice on this space!!!!

@deji_data @ExtracoolBB My guy.

@ExtracoolBB Hi, I'm deji, let's connect.

@ekanemjr_99 @Microsoft365 80 turns to 200, 200 to 1k, 1k to 6k Consistency compounds eventually!

This is proof that showing up consistently can get you noticed—even from afar. Don’t stay quiet. Keep showing up, even when engagement is low. By the way, is this a confirmation from Microsoft 365 that we’re on the same team? 👀